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The Analogical Reasoning skill empowers Claude to solve complex, unfamiliar problems by drawing structured parallels from documented past experiences. By following a rigorous four-stage process—Source Retrieval, Structural Mapping, Target Application, and Adaptation—it ensures that knowledge from one domain is accurately translated to another while accounting for context-specific differences. This skill is particularly effective for strategic decision-making, such as entering new market verticals, launching derivative products, or applying proven organizational playbooks to fresh scenarios where direct cause-and-effect data is not yet available.
